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Edge Computing: Bringing the Internet Closer to You

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Grace Hopper Celebration (2018)

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Edge Computing: Bringing the Internet Closer to You

  1. 1. EDGE COMPUTING BR I N GI N G TH E I N TER N ET CL O SER TO YO U! #GHC18 Megan O’Keefe | @mo_keefe
  2. 2. PAGE 2 | GRACE HOPPER CELEBRATION 2018 PRESENTED BY ANITAB.ORG AND THE ASSOCIATION FOR COMPUTING MACHINERY #GHC18 I’m a Developer Programs Engineer at Before that, I was a Systems Engineer at I work on emerging technologies to help make developers and end-users happier! Hello!
  3. 3. PAGE 3 | GRACE HOPPER CELEBRATION 2018 PRESENTED BY ANITAB.ORG AND THE ASSOCIATION FOR COMPUTING MACHINERY #GHC18 1.What Is Edge Computing? 2.Awesome Edge Use Cases 3.Building the Edge
  4. 4. What Is Edge Computing? #GHC18
  5. 5. PAGE 5 | GRACE HOPPER CELEBRATION 2018 PRESENTED BY ANITAB.ORG AND THE ASSOCIATION FOR COMPUTING MACHINERY #GHC18 PlatformStorageNetworkServers Applications The Cloud
  6. 6. PAGE 6 | GRACE HOPPER CELEBRATION 2018 PRESENTED BY ANITAB.ORG AND THE ASSOCIATION FOR COMPUTING MACHINERY #GHC18 The Cloud
  7. 7. PAGE 7 | GRACE HOPPER CELEBRATION 2018 PRESENTED BY ANITAB.ORG AND THE ASSOCIATION FOR COMPUTING MACHINERY #GHC18 The Cloud
  8. 8. PAGE 8 | GRACE HOPPER CELEBRATION 2018 PRESENTED BY ANITAB.ORG AND THE ASSOCIATION FOR COMPUTING MACHINERY #GHC18 Increased demand for low latency Devices generating more data More devices online Machine learning in the mainstream Cheaper sensors Data privacy regulations Our Changing Digital World
  9. 9. PAGE 9 | GRACE HOPPER CELEBRATION 2018 PRESENTED BY ANITAB.ORG AND THE ASSOCIATION FOR COMPUTING MACHINERY #GHC18 “To achieve a round-trip time (RTT) of less than 1 millisecond, the maximum distance between a mobile device and a cloud can be no greater than around 100km.” A Speed of Light Problem
  10. 10. PAGE 10 | GRACE HOPPER CELEBRATION 2018 PRESENTED BY ANITAB.ORG AND THE ASSOCIATION FOR COMPUTING MACHINERY #GHC18 A Speed of Light Problem
  11. 11. PAGE 11 | GRACE HOPPER CELEBRATION 2018 PRESENTED BY ANITAB.ORG AND THE ASSOCIATION FOR COMPUTING MACHINERY #GHC18 We’re going to need more Clouds.
  12. 12. PAGE 12 | GRACE HOPPER CELEBRATION 2018 PRESENTED BY ANITAB.ORG AND THE ASSOCIATION FOR COMPUTING MACHINERY #GHC18 Edge computing is the process of offloading compute and storage from the centralized Cloud to the network’s logical extremes. cloud edge edge edge
  13. 13. PAGE 13 | GRACE HOPPER CELEBRATION 2018 PRESENTED BY ANITAB.ORG AND THE ASSOCIATION FOR COMPUTING MACHINERY #GHC18 1. Eases the network bottleneck ! 2. Provides ultra-low latency ⚡ 3. Supports local data processing # 4. Enables previously impossible applications! $ Edge Computing…
  14. 14. Edge Computing Use Cases #GHC18
  15. 15. PAGE 15 | GRACE HOPPER CELEBRATION 2018 PRESENTED BY ANITAB.ORG AND THE ASSOCIATION FOR COMPUTING MACHINERY #GHC18 Low Latency An Intersection of Needs High Throughput Data Locality
  16. 16. PAGE 16 | GRACE HOPPER CELEBRATION 2018 PRESENTED BY ANITAB.ORG AND THE ASSOCIATION FOR COMPUTING MACHINERY #GHC18 “3% of machine data is contributing to any meaningful outcomes. That leaves 97% of value yet to be tapped.” Industrial Machinery
  17. 17. PAGE 17 | GRACE HOPPER CELEBRATION 2018 PRESENTED BY ANITAB.ORG AND THE ASSOCIATION FOR COMPUTING MACHINERY #GHC18 “IP video traffic will be 82% of all consumer Internet traffic by 2021.” Video Streaming
  18. 18. PAGE 18 | GRACE HOPPER CELEBRATION 2018 PRESENTED BY ANITAB.ORG AND THE ASSOCIATION FOR COMPUTING MACHINERY #GHC18 Offshore Wind
  19. 19. PAGE 19 | GRACE HOPPER CELEBRATION 2018 PRESENTED BY ANITAB.ORG AND THE ASSOCIATION FOR COMPUTING MACHINERY #GHC18 Agriculture
  20. 20. PAGE 20 | GRACE HOPPER CELEBRATION 2018 PRESENTED BY ANITAB.ORG AND THE ASSOCIATION FOR COMPUTING MACHINERY #GHC18 where can I find coffee? training data updated model train serve what time is my flight? Machine Learning
  21. 21. PAGE 21 | GRACE HOPPER CELEBRATION 2018 PRESENTED BY ANITAB.ORG AND THE ASSOCIATION FOR COMPUTING MACHINERY #GHC18 $6.72 billion Global Edge Computing Market by 2022
  22. 22. Building the Edge #GHC18
  23. 23. PAGE 23 | GRACE HOPPER CELEBRATION 2018 PRESENTED BY ANITAB.ORG AND THE ASSOCIATION FOR COMPUTING MACHINERY #GHC18 Cameras PlatformStorageNetworkServers Self-Driving Software GPS RADAR SONAR LIDAR One self-driving car = 4 TB per day. (that’s 4,000 GB.)
  24. 24. PAGE 24 | GRACE HOPPER CELEBRATION 2018 PRESENTED BY ANITAB.ORG AND THE ASSOCIATION FOR COMPUTING MACHINERY #GHC18 Cloud servers Infrastructure Edge servers Device Edge not servers Data travels from device to a central datacenter Data travels from device to a local datacenter Data never travels from the device What goes where?
  25. 25. PAGE 25 | GRACE HOPPER CELEBRATION 2018 PRESENTED BY ANITAB.ORG AND THE ASSOCIATION FOR COMPUTING MACHINERY #GHC18 Applications will span both Cloud and Edge. PlatformStorageNetworkServers Cloud Application Edge Application PlatformStorageNetworkServers
  26. 26. PAGE 26 | GRACE HOPPER CELEBRATION 2018 PRESENTED BY ANITAB.ORG AND THE ASSOCIATION FOR COMPUTING MACHINERY #GHC18 Applications will span both Cloud and Edge. Cloud Application Edge Application
  27. 27. PAGE 27 | GRACE HOPPER CELEBRATION 2018 PRESENTED BY ANITAB.ORG AND THE ASSOCIATION FOR COMPUTING MACHINERY #GHC18 Kubernetes is an open-source container orchestration engine. Kubernetes allows multiple servers to work together as a cluster. Users provide the details of their applications, and Kubernetes takes care of the rest! What is Kubernetes?
  28. 28. PAGE 28 | GRACE HOPPER CELEBRATION 2018 PRESENTED BY ANITAB.ORG AND THE ASSOCIATION FOR COMPUTING MACHINERY #GHC18 What is Kubernetes? https://cloud.google.com/kubernetes-engine/kubernetes-comic/
  29. 29. PAGE 29 | GRACE HOPPER CELEBRATION 2018 PRESENTED BY ANITAB.ORG AND THE ASSOCIATION FOR COMPUTING MACHINERY #GHC18 Multi-cluster Kubernetes challenges hardware provisioning proximity routing network outages bottleneck risk security risks workload placement
  30. 30. PAGE 30 | GRACE HOPPER CELEBRATION 2018 PRESENTED BY ANITAB.ORG AND THE ASSOCIATION FOR COMPUTING MACHINERY #GHC18 Who’s working on these problems?
  31. 31. PAGE 31 | GRACE HOPPER CELEBRATION 2018 PRESENTED BY ANITAB.ORG AND THE ASSOCIATION FOR COMPUTING MACHINERY #GHC18 Recap! Edge Computing extends the physical footprint of the Cloud to the edge of the network. More devices and data, plus increasing demands for low latency, are all driving Edge. Edge use cases include machine learning, video, transportation, energy, and lots more. Cloud Native technologies like Kubernetes can be applied to Edge Computing. Edge Computing has the potential to shape the next decade of the Internet.
  32. 32. PAGE 32 | GRACE HOPPER CELEBRATION 2018 PRESENTED BY ANITAB.ORG AND THE ASSOCIATION FOR COMPUTING MACHINERY #GHC18 Thank you!! to learn more: bit.ly/edgereading

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